Geekbench ML Score

1102
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 08 2024 10:02 AM
Views 1

System Information

System Information
Operating System Android 14
Model samsung SM-X810
Model IDsamsung SM-X810
Motherboard kalama
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3406 revision 0
Base Frequency 2.02 GHz
Cluster 13 Cores @ 2.02 GHz
Cluster 24 Cores @ 2.80 GHz
Cluster 31 Core @ 3.36 GHz
Memory Information
Size 10.91 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 656
122.8 IPS
 
Image Classification (F16)
100% 847
158.6 IPS
 
Image Classification (I8)
99% 804
150.4 IPS
 
Image Segmentation (F32)
100% 955
16.0 IPS
 
Image Segmentation (F16)
100% 1164
19.4 IPS
 
Image Segmentation (I8)
98% 1298
21.7 IPS
 
Pose Estimation (F32)
100% 967
1.17 IPS
 
Pose Estimation (F16)
100% 1388
1.68 IPS
 
Pose Estimation (I8)
100% 1391
1.68 IPS
 
Object Detection (F32)
100% 395
29.5 IPS
 
Object Detection (F16)
100% 392
29.2 IPS
 
Object Detection (I8)
62% 511
38.1 IPS
 
Face Detection (F32)
100% 2237
26.6 IPS
 
Face Detection (F16)
97% 3053
36.3 IPS
 
Face Detection (I8)
86% 2640
31.4 IPS
 
Depth Estimation (F32)
100% 1516
11.8 IPS
 
Depth Estimation (F16)
100% 2918
22.6 IPS
 
Depth Estimation (I8)
95% 2906
22.5 IPS
 
Style Transfer (F32)
100% 3794
4.99 IPS
 
Style Transfer (F16)
100% 8545
11.2 IPS
 
Style Transfer (I8)
98% 8593
11.3 IPS
 
Image Super-Resolution (F32)
100% 473
16.9 IPS
 
Image Super-Resolution (F16)
100% 390
13.9 IPS
 
Image Super-Resolution (I8)
98% 391
13.9 IPS
 
Text Classification (F32)
100% 427
613.2 IPS
 
Text Classification (F16)
100% 441
634.5 IPS
 
Text Classification (I8)
92% 671
963.8 IPS
 
Machine Translation (F32)
100% 683
12.6 IPS
 
Machine Translation (F16)
100% 672
12.4 IPS
 
Machine Translation (I8)
64% 717
13.2 IPS
 

Compare

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